{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "d:\\tmp\\python\\qubit_calibration\\.venv\\lib\\site-packages\\mindquantum\\simulator\\__init__.py:17: UserWarning: Unable import mqvector gpu backend due to: cannot import name '_mq_vector_gpu' from partially initialized module 'mindquantum' (most likely due to a circular import) (d:\\tmp\\python\\qubit_calibration\\.venv\\lib\\site-packages\\mindquantum\\__init__.py)\n",
      "  from .available_simulator import SUPPORTED_SIMULATOR\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "from mindquantum.core.circuit import Circuit                        #量子线路\n",
    "from mindquantum.core.gates import X, Y, Z, H, RX, RY, RZ, Measure  #量子门\n",
    "from mindquantum.io.display import BlochScene                       #布洛赫球\n",
    "from mindquantum.simulator import Simulator                         #量子计算模拟器\n",
    "from mindquantum.core.operators import Hamiltonian, QubitOperator   #哈密顿量，泡利算符"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "random_rotation = 4.08264721768239\n"
     ]
    }
   ],
   "source": [
    "#产生随机转动值（仿真对qubit的干扰噪音）\n",
    "random_rotation = np.random.uniform(0, 2 * np.pi, 1)[0]\n",
    "print(\"random_rotation =\", random_rotation)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"236.8\" height=\"80.0\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"><rect x=\"0\" y=\"0.0\" width=\"236.8\" height=\"80.0\" fill=\"#ffffff\" /><text x=\"20.0\" y=\"40.0\" font-size=\"16px\" dominant-baseline=\"middle\" text-anchor=\"start\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#252b3a\" >q0: </text><line x1=\"48.8\" x2=\"216.8\" y1=\"40.0\" y2=\"40.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><rect x=\"72.8\" y=\"20.0\" width=\"80.0\" height=\"40\" rx=\"4\" ry=\"4\" stroke=\"#ffffff\" stroke-width=\"0\" fill=\"#fac209\" fill-opacity=\"1\" /><text x=\"112.8\" y=\"36.0\" font-size=\"20px\" dominant-baseline=\"middle\" text-anchor=\"middle\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#ffffff\" >RX </text><text x=\"112.8\" y=\"52.0\" font-size=\"14.0px\" dominant-baseline=\"middle\" text-anchor=\"middle\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#ffffff\" >4.0826 </text><rect x=\"172.8\" y=\"20.0\" width=\"20\" height=\"40\" fill=\"gray\" fill-opacity=\"0.8\" /></svg>"
      ],
      "text/plain": [
       "<mindquantum.io.display.circuit_svg_drawer.SVGCircuit at 0x1c5cf0baf40>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#定义量子线路，其中RX为旋转X门，遵从右手定则（右手大拇指指向x轴方向，其他手指则为旋转方向）\n",
    "qc = Circuit()                              #初始化量子线路\n",
    "qc += RX(random_rotation).on(0)             #模拟噪音：绕x轴转动random_rotation角度，相当于Unoisy\n",
    "qc.barrier()\n",
    "qc.svg()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#画出受干扰后qubit的布洛赫球状态\n",
    "state = qc.get_qs()\n",
    "scene = BlochScene()                     #创建布洛赫绘图场景\n",
    "fig, ax = scene.create_scene()           #初始化场景\n",
    "state_obj = scene.add_state(ax, state)   #往场景中添加一个量子态"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"401.2\" height=\"147.0\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"><rect x=\"0\" y=\"0\" width=\"401.2\" height=\"147.0\" fill=\"#ffffff\" /><text x=\"10\" y=\"17.0\" font-size=\"14px\" dominant-baseline=\"middle\" text-anchor=\"start\" >Shots:\n",
       " 1000 </text><text x=\"10\" y=\"31.0\" font-size=\"14px\" dominant-baseline=\"middle\" text-anchor=\"start\" >Keys: q0 </text><line x1=\"31.2\" x2=\"391.2\" y1=\"62.0\" y2=\"62.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><line x1=\"31.2\" x2=\"31.2\" y1=\"55.0\" y2=\"62.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><text x=\"33.2\" y=\"60.0\" font-size=\"12px\" dominant-baseline=\"bottom\" text-anchor=\"start\" fill=\"#575d6c\" >0.0 </text><line x1=\"31.2\" x2=\"31.2\" y1=\"62.0\" y2=\"137.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><line x1=\"91.2\" x2=\"91.2\" y1=\"55.0\" y2=\"62.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><text x=\"93.2\" y=\"60.0\" font-size=\"12px\" dominant-baseline=\"bottom\" text-anchor=\"start\" fill=\"#575d6c\" >0.155 </text><line x1=\"91.2\" x2=\"91.2\" y1=\"62.0\" y2=\"137.0\" stroke=\"#dfe1e6\" stroke-width=\"1\" /><line x1=\"151.2\" x2=\"151.2\" y1=\"55.0\" y2=\"62.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><text x=\"153.2\" y=\"60.0\" font-size=\"12px\" dominant-baseline=\"bottom\" text-anchor=\"start\" fill=\"#575d6c\" >0.31 </text><line x1=\"151.2\" x2=\"151.2\" y1=\"62.0\" y2=\"137.0\" stroke=\"#dfe1e6\" stroke-width=\"1\" /><line x1=\"211.2\" x2=\"211.2\" y1=\"55.0\" y2=\"62.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><text x=\"213.2\" y=\"60.0\" font-size=\"12px\" dominant-baseline=\"bottom\" text-anchor=\"start\" fill=\"#575d6c\" >0.466 </text><line x1=\"211.2\" x2=\"211.2\" y1=\"62.0\" y2=\"137.0\" stroke=\"#dfe1e6\" stroke-width=\"1\" /><line x1=\"271.2\" x2=\"271.2\" y1=\"55.0\" y2=\"62.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><text x=\"273.2\" y=\"60.0\" font-size=\"12px\" dominant-baseline=\"bottom\" text-anchor=\"start\" fill=\"#575d6c\" >0.621 </text><line x1=\"271.2\" x2=\"271.2\" y1=\"62.0\" y2=\"137.0\" stroke=\"#dfe1e6\" stroke-width=\"1\" /><line x1=\"331.2\" x2=\"331.2\" y1=\"55.0\" y2=\"62.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><text x=\"333.2\" y=\"60.0\" font-size=\"12px\" dominant-baseline=\"bottom\" text-anchor=\"start\" fill=\"#575d6c\" >0.776 </text><line x1=\"331.2\" x2=\"331.2\" y1=\"62.0\" y2=\"137.0\" stroke=\"#dfe1e6\" stroke-width=\"1\" /><text x=\"22.2\" y=\"85.0\" font-size=\"12px\" dominant-baseline=\"middle\" text-anchor=\"end\" fill=\"#575d6c\" >0 </text><line x1=\"24.2\" x2=\"31.2\" y1=\"85.0\" y2=\"85.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><rect x=\"31.2\" y=\"73.0\" width=\"86.5979381443299\" height=\"24\" id=\"bar_0_1730973070355824600\" fill=\"#5e7ce0\" /><text x=\"127.7979381443299\" y=\"85.0\" font-size=\"14px\" dominant-baseline=\"middle\" text-anchor=\"start\" fill=\"#575d6c\" id=\"bar_text_0_1730973070355824600\" fill-opacity=\"0\" >224 </text><text x=\"22.2\" y=\"115.0\" font-size=\"12px\" dominant-baseline=\"middle\" text-anchor=\"end\" fill=\"#575d6c\" >1 </text><line x1=\"24.2\" x2=\"31.2\" y1=\"115.0\" y2=\"115.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><rect x=\"31.2\" y=\"103.0\" width=\"300.0\" height=\"24\" id=\"bar_1_1730973070355824600\" fill=\"#16acff\" /><text x=\"341.2\" y=\"115.0\" font-size=\"14px\" dominant-baseline=\"middle\" text-anchor=\"start\" fill=\"#575d6c\" id=\"bar_text_1_1730973070355824600\" fill-opacity=\"0\" >776 </text><animate xlink:href=\"#bar_0_1730973070355824600\" attributeName=\"width\" from=\"0\" to=\"86.5979381443299\" dur=\"0.3s\" calcMode=\"spline\" values=\"0; 86.5979381443299\" keyTimes=\"0; 1\" keySplines=\"0.42 0 1 0.8;\" fill=\"freeze\" /><animate xlink:href=\"#bar_1_1730973070355824600\" attributeName=\"width\" from=\"0\" to=\"300.0\" dur=\"0.3s\" calcMode=\"spline\" values=\"0; 300.0\" keyTimes=\"0; 1\" keySplines=\"0.42 0 1 0.8;\" fill=\"freeze\" /><animate xlink:href=\"#bar_1_1730973070355824600\" attributeName=\"fill\" from=\"#16acff\" to=\"#fac209\" dur=\"0.15s\" calcMode=\"spline\" values=\"#16acff; #fac209\" keyTimes=\"0; 1\" keySplines=\"0.42 0 1 0.8;\" fill=\"freeze\" begin=\"0.3s\" /><animate xlink:href=\"#bar_text_0_1730973070355824600\" attributeName=\"fill-opacity\" from=\"0\" to=\"1\" dur=\"0.15s\" calcMode=\"spline\" values=\"0; 1\" keyTimes=\"0; 1\" keySplines=\"0.42 0 1 0.8;\" fill=\"freeze\" begin=\"0.3s\" /><animate xlink:href=\"#bar_text_1_1730973070355824600\" attributeName=\"fill-opacity\" from=\"0\" to=\"1\" dur=\"0.15s\" calcMode=\"spline\" values=\"0; 1\" keyTimes=\"0; 1\" keySplines=\"0.42 0 1 0.8;\" fill=\"freeze\" begin=\"0.3s\" /><text x=\"203.1\" y=\"41.0\" font-size=\"14px\" dominant-baseline=\"middle\" text-anchor=\"middle\" >probability </text></svg>"
      ],
      "text/plain": [
       "<mindquantum.io.display.measure_res_svg_drawer.SVGMeasure at 0x1c5ceebb070>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#画出校正前的测量结果\n",
    "qc_test = qc + Measure().on(0)              #加入测量\n",
    "sim = Simulator('mqvector', 1)              #声明一个1比特的mqvector模拟器\n",
    "result = sim.sampling(qc_test, shots=1000)  #对线路采样1000次\n",
    "result.svg()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"376.8\" height=\"80.0\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"><rect x=\"0\" y=\"0.0\" width=\"376.8\" height=\"80.0\" fill=\"#ffffff\" /><text x=\"20.0\" y=\"40.0\" font-size=\"16px\" dominant-baseline=\"middle\" text-anchor=\"start\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#252b3a\" >q0: </text><line x1=\"48.8\" x2=\"356.8\" y1=\"40.0\" y2=\"40.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><rect x=\"72.8\" y=\"20.0\" width=\"80.0\" height=\"40\" rx=\"4\" ry=\"4\" stroke=\"#ffffff\" stroke-width=\"0\" fill=\"#fac209\" fill-opacity=\"1\" /><text x=\"112.8\" y=\"36.0\" font-size=\"20px\" dominant-baseline=\"middle\" text-anchor=\"middle\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#ffffff\" >RX </text><text x=\"112.8\" y=\"52.0\" font-size=\"14.0px\" dominant-baseline=\"middle\" text-anchor=\"middle\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#ffffff\" >4.0826 </text><rect x=\"172.8\" y=\"20.0\" width=\"20\" height=\"40\" fill=\"gray\" fill-opacity=\"0.8\" /><rect x=\"212.8\" y=\"20.0\" width=\"80.0\" height=\"40\" rx=\"4\" ry=\"4\" stroke=\"#ffffff\" stroke-width=\"0\" fill=\"#fac209\" fill-opacity=\"1\" /><text x=\"252.8\" y=\"36.0\" font-size=\"20px\" dominant-baseline=\"middle\" text-anchor=\"middle\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#ffffff\" >RX </text><text x=\"252.8\" y=\"52.0\" font-size=\"14.0px\" dominant-baseline=\"middle\" text-anchor=\"middle\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#ffffff\" >theta </text><rect x=\"312.8\" y=\"20.0\" width=\"20\" height=\"40\" fill=\"gray\" fill-opacity=\"0.8\" /></svg>"
      ],
      "text/plain": [
       "<mindquantum.io.display.circuit_svg_drawer.SVGCircuit at 0x1c5ceeac640>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#加入校正线路\n",
    "qc += RX('theta').on(0)    #加入参数RX量子门\n",
    "qc.barrier()\n",
    "qc.svg()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "量子变分器训练完成（共训练335轮）：\n",
      "loss = [0.00099871-0.j], theta_c = [1.94885952+0.j]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "d:\\tmp\\python\\qubit_calibration\\.venv\\lib\\site-packages\\mindquantum\\simulator\\mqsim.py:378: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  f_g1_g2 = self.sim.get_expectation_with_grad_multi_multi(\n"
     ]
    }
   ],
   "source": [
    "#训练量子变分器\n",
    "theta_c = np.array([0])  #校准的角度参数\n",
    "learning_rate = 0.05     #设置学习率\n",
    "t = 0                    #记录迭代次数\n",
    "T = 10000                #设置迭代上限\n",
    "ham = Hamiltonian(QubitOperator('Z0'))             #生成测量哈密顿量\n",
    "grad_ops = sim.get_expectation_with_grad(ham, qc)  #计算期望值和期望值关于各个参数导数的算符\n",
    "expectation_true = 1                               #|0>测量时ground truth为1\n",
    "while t < T:\n",
    "    #计算测量结果期望和梯度\n",
    "    expectation_hat, gradient = grad_ops(theta_c)\n",
    "    expectation_hat = expectation_hat[0]\n",
    "    gradient = gradient[0][0]\n",
    "    theta_c = theta_c - learning_rate * (expectation_hat - expectation_true) * gradient  #梯度下降法\n",
    "    #如果损失小于一定量则退出训练\n",
    "    loss = np.power((expectation_hat - expectation_true), 2)\n",
    "    if loss < 0.001:\n",
    "        break\n",
    "    t += 1\n",
    "print(f\"量子变分器训练完成（共训练{t}轮）：\")\n",
    "print(f\"loss = {loss}, theta_c = {theta_c}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#画出矫正后qubit的布洛赫球状态\n",
    "state = qc.get_qs(pr={'theta': theta_c[0]})\n",
    "fig, ax = scene.create_scene()           #初始化场景\n",
    "state_obj = scene.add_state(ax, state)   #往场景中添加一个量子态"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"436.8\" height=\"80.0\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"><rect x=\"0\" y=\"0.0\" width=\"436.8\" height=\"80.0\" fill=\"#ffffff\" /><text x=\"20.0\" y=\"40.0\" font-size=\"16px\" dominant-baseline=\"middle\" text-anchor=\"start\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#252b3a\" >q0: </text><line x1=\"48.8\" x2=\"416.8\" y1=\"40.0\" y2=\"40.0\" stroke=\"#adb0b8\" stroke-width=\"1\" /><rect x=\"72.8\" y=\"20.0\" width=\"80.0\" height=\"40\" rx=\"4\" ry=\"4\" stroke=\"#ffffff\" stroke-width=\"0\" fill=\"#fac209\" fill-opacity=\"1\" /><text x=\"112.8\" y=\"36.0\" font-size=\"20px\" dominant-baseline=\"middle\" text-anchor=\"middle\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#ffffff\" >RX </text><text x=\"112.8\" y=\"52.0\" font-size=\"14.0px\" dominant-baseline=\"middle\" text-anchor=\"middle\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#ffffff\" >4.0826 </text><rect x=\"172.8\" y=\"20.0\" width=\"20\" height=\"40\" fill=\"gray\" fill-opacity=\"0.8\" /><rect x=\"212.8\" y=\"20.0\" width=\"80.0\" height=\"40\" rx=\"4\" ry=\"4\" stroke=\"#ffffff\" stroke-width=\"0\" fill=\"#fac209\" fill-opacity=\"1\" /><text x=\"252.8\" y=\"36.0\" font-size=\"20px\" dominant-baseline=\"middle\" text-anchor=\"middle\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#ffffff\" >RX </text><text x=\"252.8\" y=\"52.0\" font-size=\"14.0px\" dominant-baseline=\"middle\" text-anchor=\"middle\" font-family=\"Arial\" font-weight=\"normal\" fill=\"#ffffff\" >theta </text><rect x=\"312.8\" y=\"20.0\" width=\"20\" height=\"40\" fill=\"gray\" fill-opacity=\"0.8\" /><rect x=\"352.8\" y=\"20.0\" width=\"40\" height=\"40\" rx=\"4\" ry=\"4\" stroke=\"#ffffff\" stroke-width=\"0\" fill=\"#ff7272\" fill-opacity=\"1\" /><circle cx=\"372.8\" cy=\"50.4\" r=\"1.6\" fill=\"#ffffff\" /><path d=\"M 360.0 50.4 A 12.8 12.8 0 0 1 385.6 50.4\" stroke=\"#ffffff\" stroke-width=\"2.4000000000000004\" fill-opacity=\"0\" /><path d=\"M 376.9018483174859 33.93539030917347 L 385.21569219381655 29.135390309173467 L 385.21569219381655 38.73539030917347 L 381.8901546432843 36.815390309173466 L 374.04707658144963 50.4 L 372.3843078061835 49.44 L 380.2273858680182 35.85539030917347 Z\" fill=\"#ffffff\" /></svg>"
      ],
      "text/plain": [
       "<mindquantum.io.display.circuit_svg_drawer.SVGCircuit at 0x1c5cef611f0>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#画出完整量子线路\n",
    "qc += Measure().on(0)  #加入测量\n",
    "qc.svg()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg xmlns=\"http://www.w3.org/2000/svg\" width=\"401.2\" height=\"147.0\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"><rect x=\"0\" y=\"0\" width=\"401.2\" height=\"147.0\" fill=\"#ffffff\" /><text x=\"10\" y=\"17.0\" font-size=\"14px\" dominant-baseline=\"middle\" text-anchor=\"start\" >Shots:\n",
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      ],
      "text/plain": [
       "<mindquantum.io.display.measure_res_svg_drawer.SVGMeasure at 0x16d3639d2e0>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#画出校正后的测量结果\n",
    "result = sim.sampling(qc, pr={'theta': theta_c[0]}, shots=1000)  \n",
    "result.svg()"
   ]
  }
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